Corporate-Backed Startup Factory Pivots Hard Into Physical AI With $100M War Chest

Vantora, formerly known as UP.Labs, secured $100 million from Silversmith Capital Partners to double down on building startups exclusively for corporate customers in industrial manufacturing, oil and gas, and logistics. The studio, founded in 2022, has already created ventures for Porsche, Alaska Airlines, J.B. Hunt, and furniture giant Ashley Furniture's parent company TDG.

The funding marks a strategic pivot toward what CEO John Kuolt calls a "proprietary M&A pipeline." Instead of launching startups for broad markets, Vantora now builds solutions that corporate partners can absorb entirely—keeping intellectual property and competitive advantages internal. This model has unlocked physical AI applications previously sidelined as too sensitive, such as retrofitting industrial machinery for autonomous operation. Kuolt cited J.B. Hunt as an example: the logistics firm proposed an AI concept Vantora had developed but deemed unsuitable for external launch; the new model now makes it viable.